Machine energy state can be controlled to improve sustainability of production systems by reducing the energy demanded during idle periods. Indeed, machines can be switched off to avoid energy waste, although a start up is required to resume the service. Because of system complexity and interactions among control parameters, the performance of production systems composed by controlled machines is difficult to predict. The paper analyzes a serial flow line where machines can be controlled for energy saving purposes using butter level thresholds. The multi-objective goal is to minimize the energy consumed to produce parts and to maximize the throughput. The Pareto front obtained is analyzed by mean of numerical cases and the work provides useful insights for the energy management of manufacturing systems. Discrete Event Simulation is used to evaluate system performance. For the analyzed scenarios, moving along the Pareto front, from highest to lowest throughput, more and more machines are controlled.

Pareto Front Analysis of Buffer-based Energy Efficient Control for Machines in Serial Flow Lines

Frigerio N.;Matta A.;Lin Z.
2022-01-01

Abstract

Machine energy state can be controlled to improve sustainability of production systems by reducing the energy demanded during idle periods. Indeed, machines can be switched off to avoid energy waste, although a start up is required to resume the service. Because of system complexity and interactions among control parameters, the performance of production systems composed by controlled machines is difficult to predict. The paper analyzes a serial flow line where machines can be controlled for energy saving purposes using butter level thresholds. The multi-objective goal is to minimize the energy consumed to produce parts and to maximize the throughput. The Pareto front obtained is analyzed by mean of numerical cases and the work provides useful insights for the energy management of manufacturing systems. Discrete Event Simulation is used to evaluate system performance. For the analyzed scenarios, moving along the Pareto front, from highest to lowest throughput, more and more machines are controlled.
2022
Proceedings of the 2022 IEEE 21st Mediterranean Electrotechnical Conference (MELECON)
978-1-6654-4280-0
Energy efficient control, sustainable production and service automation, Pareto front
File in questo prodotto:
File Dimensione Formato  
Pareto Front Analysis of Buffer-based Energy Efficient Control for Machines in Serial Flow Lines.pdf

Accesso riservato

: Publisher’s version
Dimensione 1.95 MB
Formato Adobe PDF
1.95 MB Adobe PDF   Visualizza/Apri

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11311/1220354
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 2
  • ???jsp.display-item.citation.isi??? 0
social impact